Roger Baker Grosse

9 papers · 2021–2024 · 3 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (8) 🌉 Interdisciplinary Bridge 👑 Triple Crown 👥 Mega-Team (34) ❓ The Questioner

Conferences

ICLR (5) ICML (3) NIPS (1)

Top co-authors

Jimmy Ba (3) Juhan Bae (2) Marzyeh Ghassemi (2) Sicong Huang (2) Yuhuai Wu (2) Alireza Makhzani (2) Rob Brekelmans (2) Samuel R. Bowman (1) Fracesco Mosconi (1) Deep Ganguli (1)

Keywords

continual learning (1) influence function (1) jailbreaking attack (1) adversarial prompt (1) red teaming (1) context window (1) relu neural network (1) function space distance (1) linearized activation (1) mislabeled example detection (1) large language model (1)

Papers

Many-shot Jailbreaking NIPS 2024

REFACTOR: Learning to Extract Theorems from Proofs ICLR 2024

Measuring Stochastic Data Complexity with Boltzmann Influence Functions ICML 2024

Probabilistic Inference in Language Models via Twisted Sequential Monte Carlo ICML 2024

Multi-Rate VAE: Train Once, Get the Full Rate-Distortion Curve ICLR 2023

Efficient Parametric Approximations of Neural Network Function Space Distance ICML 2023

Improving Mutual Information Estimation with Annealed and Energy-Based Bounds ICLR 2022

INT: An Inequality Benchmark for Evaluating Generalization in Theorem Proving ICLR 2021

When does preconditioning help or hurt generalization? ICLR 2021